The AI collaboration framework that prevents echo chambers - Real-time multi-agent coordination with enforced diversity and anti-groupthink protection
Gemini-Collab v3.4.2 is the unified platform that combines:
It's a tool that automatically gets you multiple expert opinions on your code/decisions, preventing blind spots.
Terminal 1:
# Start the server (keep it running)
cd Gemini-Collab
PRACTICAL_MODE=true npm start
Terminal 2:
# Ask a question and get multiple perspectives
./bin/cc swarm "Should I use MongoDB or PostgreSQL?" --max-agents 3
# Or analyze code
./bin/cc swarm "Review security of my login function" --strategy review
View Results:
cat .gemini-collab/DISCUSSION_BOARD.md
That's it! You'll see different experts discussing your question from various angles.
Gemini-Collab creates multiple AI "experts" that discuss your topic from different perspectives:
You: "Should I use React or Vue?"
├── Performance Expert: "React has better performance for large apps..."
├── Learning Expert: "Vue is easier to learn for beginners..."
├── Ecosystem Expert: "React has more third-party libraries..."
└── Maintenance Expert: "Vue's single-file components are cleaner..."
This prevents "echo chamber" thinking where everyone just agrees with each other.
//
Universal, model-agnostic operating harness for AI agents (Claude, Codex, Gemini, …) — a lean core + work-type profiles assembled by one setup script.
Game-development Agent Skills for AI coding agents: install once and a master router loads the right skill for your engine and task. 66 original, version-pinned skills (plus a master router) in the portable SKILL.md format that runs across Claude Code, Cursor, Codex, Copilot, Gemini CLI and more, for Godot, Unity, Unreal, web and beyond.
A desktop pet for macOS & Windows that monitors your AI coding agents (Claude Code, Codex, Cursor, Gemini...) in real time, and grows as you code, feed it tokens, level it up, climb the leaderboard.
UltraGameStudio - AI coding agent for game development: engine workflows, gameplay code, and asset generation.
The coding agent that answers to you, your model, your machine, your rules.
Stop babysitting local AI agents. Just notifications, approve, and resume your Codex,Pi,Grok, or Claude code sessions anywhere. 0-Intrusion mobile control bridge via Telegram/微信/飞书. No hooks, no skills, no MCP.
Workflows from the Neura Market marketplace related to this Gemini resource